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  • All HBS Web  (10,623)
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  • December 2018 (Revised March 2021)
  • Background Note

Modern Automation (A): Artificial Intelligence

By: William R. Kerr and James Palano
This primer is meant to be a field guide to the late 2010s' surge in business use of "Artificial Intelligence" (AI), or enterprise software based in machine learning. First, it provides an overview of the key trends—digitization, connectivity, the continuation of... View Details
Keywords: Artificial Intelligence; Digitization; Connectivity; Computing; Future Of Work; Automation; AI and Machine Learning
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Kerr, William R., and James Palano. "Modern Automation (A): Artificial Intelligence." Harvard Business School Background Note 819-084, December 2018. (Revised March 2021.)
  • September 2014
  • Article

Advancing Consumer Neuroscience

By: Ale Smidts, Ming Hsu, Alan G. Sanfey, Maarten A. S. Boksem, Richard B. Ebstein, Scott A. Huettel, Joe W. Kable, Uma R. Karmarkar, Shinobu Kitayama, Brian Knutson, Israel Liberzon, Terry Lohrenz, Mirre Stallen and Carolyn Yoon
In the first decade of consumer neuroscience, strong progress has been made in understanding how neuroscience can inform consumer decision making. Here, we sketch the development of this discipline and compare it to that of the adjacent field of neuroeconomics. We... View Details
Keywords: Consumer Neuroscience; Neuroeconomics; Social Neuroscience; Genes; Machine Learning; Meta-analysis; Consumer Behavior; Decision Making; Science
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Smidts, Ale, Ming Hsu, Alan G. Sanfey, Maarten A. S. Boksem, Richard B. Ebstein, Scott A. Huettel, Joe W. Kable, Uma R. Karmarkar, Shinobu Kitayama, Brian Knutson, Israel Liberzon, Terry Lohrenz, Mirre Stallen, and Carolyn Yoon. "Advancing Consumer Neuroscience." Marketing Letters 25, no. 3 (September 2014): 257–267.
  • 2017
  • Working Paper

The 4 Minds of the Customer: A Framework for Understanding and Applying the Science of Decision Making

By: Ryan Hamilton and Uma R. Karmarkar
Scientists have spent decades creating powerful and detailed descriptions of how people make decisions. Unfortunately, many of these theories make contradictory predictions and are difficult to understand and implement. We introduce the 4 Minds framework as a practical... View Details
Keywords: Consumer Choice; Market Research; Decision Making Process; Decision; Marketing Research; Consumer Behavior; Decision Choices and Conditions; Marketing; Decision Making; Segmentation; Research
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Hamilton, Ryan, and Uma R. Karmarkar. "The 4 Minds of the Customer: A Framework for Understanding and Applying the Science of Decision Making." Marketing Science Institute Report, No. 17-109, May 2017.
  • 01 Dec 2015
  • HBS Seminar

Nicola Lacetera, University of Toronto

  • Blog

Understanding the Benefits of Our Virtual Programs

We spoke with four participants of our live online programs to learn more about their experience: Augusto Bassanini, President & CEO, United Grain Corporation Trey Ford, Vice President, Platform Strategy and... View Details
  • 15 Dec 2023
  • News

The Musts of 2023

Subscribe on iTunes Subscribe on Spotify More Skydeck episodes Hi, this is Dan Morrell, host of Skydeck. At fall reunions, we set up shop on campus and asked alumni about what media moved them this year. What changed their minds or their hearts. And their answers ran... View Details
  • March 2024
  • Case

Unintended Consequences of Algorithmic Personalization

By: Eva Ascarza and Ayelet Israeli
“Unintended Consequences of Algorithmic Personalization” (HBS No. 524-052) investigates algorithmic bias in marketing through four case studies featuring Apple, Uber, Facebook, and Amazon. Each study presents scenarios where these companies faced public criticism for... View Details
Keywords: Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Customization and Personalization; Technology Industry; Retail Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Unintended Consequences of Algorithmic Personalization." Harvard Business School Case 524-052, March 2024.
  • December 2023
  • Article

Advances in Power-to-Gas Technologies: Cost and Conversion Efficiency

By: Gunther Glenk, Philip Holler and Stefan Reichelstein
Widespread adoption of hydrogen as an energy carrier is widely believed to require continued advances in Power-to-Gas (PtG) technologies. Here we provide a comprehensive assessment of the dynamics of system prices and conversion efficiency for three currently prevalent... View Details
Keywords: Clean Technology; Green Hydrogen; Carbon Emissions; Decarbonization; Learning By Doing; Environment; Energy; Environmental Accounting; Environmental Management; Sustainable Cities; Cost Accounting; Innovation and Management; Technology Adoption; Energy Policy; Engineering; Green Technology; Energy Industry; Utilities Industry; Industrial Products Industry; Manufacturing Industry; Transportation Industry; North America; South America; Africa; Europe; Asia
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Glenk, Gunther, Philip Holler, and Stefan Reichelstein. "Advances in Power-to-Gas Technologies: Cost and Conversion Efficiency." Energy & Environmental Science 16, no. 12 (December 2023): 6058–6070.
  • Research Summary

Performance Impact of Continuous Replenishment Systems

By: Janice H. Hammond
Janice H. Hammond has conducted (with Ted Clark of Hong Kong University of Science and Technology) a survey of U.S. retailers to determine how the implementation of continuous replenishment programs between manufacturers and retailers affects supply channel... View Details
  • 24 Nov 2020
  • News

Inside the Brain of Jeff Bezos

  • 23 Jan 2024
  • Video

Entrepreneurial Insights: Daniel Ross, Co-founder of Headway

  • Working Paper

The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation

By: Tatyana Deryugina, Alexander MacKay and Julian Reif
Economic theory suggests that demand is more elastic in the long run relative to the short run, but evidence on the empirical relevance of this phenomenon is scarce. We study the dynamics of residential electricity demand by exploiting price variation arising from a... View Details
Keywords: Energy; Demand and Consumers; Price; Policy; Mathematical Methods
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Deryugina, Tatyana, Alexander MacKay, and Julian Reif. "The Long-Run Dynamics of Electricity Demand: Evidence from Municipal Aggregation." NBER Working Paper Series, No. 23483, October 2017.
  • Article

Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
  • 2012
  • Article

The Excess Burden of Government Indecision

By: Francisco J. Gomes, Laurence J. Kotlikoff and Luis M. Viceira
Governments are known for procrastinating when it comes to resolving painful policy problems. Whatever the political motives for waiting to decide, procrastination distorts economic decisions relative to what would arise with early policy resolution. In so doing, it... View Details
Keywords: Saving; Risk and Uncertainty; Investment Portfolio; Decision Choices and Conditions; Retirement; Policy; Government and Politics
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Gomes, Francisco J., Laurence J. Kotlikoff, and Luis M. Viceira. "The Excess Burden of Government Indecision." Tax Policy and the Economy 26 (2012): 125–163.
  • 16 Apr 2001
  • Research & Ideas

Breaking the Code of Change

strategy and to learn from actions taken about the effectiveness of changes made. Its focus is on the development of a high-commitment culture. Its means consist View Details
Keywords: by Michael Beer & Nitin Nohria
  • August 2017 (Revised September 2022)
  • Case

Fuyao Glass America: Sourcing Decision

By: Willy Shih
In today's global economy, what are the factors that go into production location choice? This case is set in the world's second largest automotive glass producer as it expands from China into the United States. To meet a very aggressive cost target, management is faced... View Details
Keywords: Supply Chains; Globalization Of Supply Chain; Manufacturing Footprint; Manufacturing; Manufacturing Strategy; Global Strategy; Supply Chain; Globalization; Supply Chain Management; Production; Logistics; Strategy; Auto Industry; Manufacturing Industry; United States; China
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Shih, Willy. "Fuyao Glass America: Sourcing Decision." Harvard Business School Case 618-007, August 2017. (Revised September 2022.)
  • 2023
  • Working Paper

The Impact of Unionization on Consumer Perceptions of Service Quality: Evidence from Starbucks

By: Isamar Troncoso, Minkyung Kim, Ishita Chakraborty and SooHyun Kim
The US has seen a rise in union movements, but their effects on service industry marketing outcomes like customer satisfaction and perceptions of service quality remain understudied. In this paper, we empirically study the impact on customer satisfaction and... View Details
Keywords: Labor Unions; Customer Satisfaction; Perception; Public Opinion; Employees; Food and Beverage Industry
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Troncoso, Isamar, Minkyung Kim, Ishita Chakraborty, and SooHyun Kim. "The Impact of Unionization on Consumer Perceptions of Service Quality: Evidence from Starbucks." Working Paper, 2023.
  • 04 May 2017
  • News

Leading a Team to the Top of Mount Everest

  • 18 Jun 2014
  • Research & Ideas

Leading Innovation is the Art of Creating ‘Collective Genius’

says. "He was weighing two things and letting them play out." Companies often make the mistake of compromising too early or letting one or two groups dominate. "He allowed both ideas to be developed and tested enough, to View Details
Keywords: by Kim Girard

    Adventures of an IT Leader

    Becoming an effective IT manager presents a host of challenges--from anticipating emerging technology to managing relationships with vendors, employees, and other managers. A good IT manager must also be a strong business leader. This book invites you to accompany new... View Details
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